Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add agentskillexchange/skills --skill aws-mcp-servers-cloud-service-integrationgit clone --depth 1 https://github.com/agentskillexchange/skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/agentskillexchange/skills/aws-mcp-servers-cloud-service-integration)<a href="https://agentmods.dev/skills/agentskillexchange/skills/aws-mcp-servers-cloud-service-integration"><img src="https://agentmods.dev/badge/skills/agentskillexchange/skills/aws-mcp-servers-cloud-service-integration/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/agentskillexchange/skills/aws-mcp-servers-cloud-service-integration"><img src="https://agentmods.dev/badge/skills/agentskillexchange/skills/aws-mcp-servers-cloud-service-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00051 | $0.00547 |
| Opus 5.5 | $0.00020 | $0.00219 |
| Sonnet 5.5 | $0.00010 | $0.00109 |
| Haiku 4.5 | $0.00005 | $0.00055 |
Grade A, and why
AWS MCP Servers for Cloud Service Integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
AWS MCP Servers for Cloud Service Integration
The official AWS Labs MCP server collection provides AI agents with structured access to AWS documentation, service APIs, billing data, and infrastructure metadata through the Model Context Protocol, built and maintained by AWS for secure cloud automation workflows.
Installation
Use the upstream install or setup path that matches your environment:
- Install uv from Astral
- Docker images for each MCP server are published to the public AWS ECR registry.
- docker build -t awslabs/aws-documentation-mcp-server .
- Follow the steps above in the Installation and Setup section to install uv from Astral, install Python, and configure AWS credentials with the required se...
Requirements and caveats from upstream:
- A Python library for creating serverless HTTP handlers for the Model Context Protocol (MCP) using AWS Lambda. This module provides a flexible framework for building MCP HTTP endpoints with pluggable session management...
- Install Python using uv python install 3.10
- This example uses docker with the "awslabs.aws-documentation-mcp-server and can be repeated for each MCP server
Basic usage or getting-started notes:
-
Source: https://github.com/awslabs/mcp
-
Extracted from upstream docs: https://raw.githubusercontent.com/awslabs/mcp/HEAD/README.md
Source
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 43 lines · 51 tokens per session scan A 0f12f69cc3e7
AWS MCP Servers for Cloud Service Integration is a skill published in the GitHub repository agentskillexchange/skills (55 stars, last pushed today), licensed MIT. It adds 51 tokens to every session and 547 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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